[HTML][HTML] Fully automated detection and quantification of macular fluid in OCT using deep learning
Purpose Development and validation of a fully automated method to detect and quantify
macular fluid in conventional OCT images. Design Development of a diagnostic modality …
macular fluid in conventional OCT images. Design Development of a diagnostic modality …
RETOUCH: The retinal OCT fluid detection and segmentation benchmark and challenge
H Bogunović, F Venhuizen, S Klimscha… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
Retinal swelling due to the accumulation of fluid is associated with the most vision-
threatening retinal diseases. Optical coherence tomography (OCT) is the current standard of …
threatening retinal diseases. Optical coherence tomography (OCT) is the current standard of …
[HTML][HTML] AI-based monitoring of retinal fluid in disease activity and under therapy
U Schmidt-Erfurth, GS Reiter, S Riedl… - Progress in retinal and …, 2022 - Elsevier
Retinal fluid as the major biomarker in exudative macular disease is accurately visualized by
high-resolution three-dimensional optical coherence tomography (OCT), which is used …
high-resolution three-dimensional optical coherence tomography (OCT), which is used …
Retinal specialist versus artificial intelligence detection of retinal fluid from OCT: age-related eye disease study 2: 10-year follow-on study
Purpose To evaluate the performance of retinal specialists in detecting retinal fluid presence
in spectral domain OCT (SD-OCT) scans from eyes with age-related macular degeneration …
in spectral domain OCT (SD-OCT) scans from eyes with age-related macular degeneration …
Deep learning approach for the detection and quantification of intraretinal cystoid fluid in multivendor optical coherence tomography
FG Venhuizen, B van Ginneken, B Liefers… - Biomedical optics …, 2018 - opg.optica.org
We developed a deep learning algorithm for the automatic segmentation and quantification
of intraretinal cystoid fluid (IRC) in spectral domain optical coherence tomography (SD-OCT) …
of intraretinal cystoid fluid (IRC) in spectral domain optical coherence tomography (SD-OCT) …
Analysis of fluid volume and its impact on visual acuity in the fluid study as quantified with deep learning
Purpose: To investigate quantitative differences in fluid volumes between subretinal fluid
(SRF)–tolerant and SRF-intolerant treat-and-extend regimens for neovascular age-related …
(SRF)–tolerant and SRF-intolerant treat-and-extend regimens for neovascular age-related …
Deep-learning based, automated segmentation of macular edema in optical coherence tomography
Evaluation of clinical images is essential for diagnosis in many specialties. Therefore the
development of computer vision algorithms to help analyze biomedical images will be …
development of computer vision algorithms to help analyze biomedical images will be …
[HTML][HTML] Automated segmentation of retinal fluid volumes from structural and angiographic optical coherence tomography using deep learning
Purpose: We proposed a deep convolutional neural network (CNN), named Retinal Fluid
Segmentation Network (ReF-Net), to segment retinal fluid in diabetic macular edema (DME) …
Segmentation Network (ReF-Net), to segment retinal fluid in diabetic macular edema (DME) …
Deep-learning based multiclass retinal fluid segmentation and detection in optical coherence tomography images using a fully convolutional neural network
As a non-invasive imaging modality, optical coherence tomography (OCT) can provide
micrometer-resolution 3D images of retinal structures. These images can help reveal …
micrometer-resolution 3D images of retinal structures. These images can help reveal …
Automated quantitative assessment of retinal fluid volumes as important biomarkers in neovascular age-related macular degeneration
Purpose To evaluate retinal fluid volume data extracted from optical coherence tomography
(OCT) scans by artificial intelligence algorithms in the treatment of neovascular age-related …
(OCT) scans by artificial intelligence algorithms in the treatment of neovascular age-related …
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